Circle K implemented Amazon Bedrock to streamline its DevOps incident triage process, reducing response time to under 15 minutes. The adoption of AWS’s generative AI service enabled the convenience store operator to accelerate incident identification and resolution workflows. The case study demonstrates how enterprises can leverage large language models to improve operational efficiency in incident management.